Application of Power Grid Communication Operation and Maintenance Knowledge Base Based on Self-learning Technology

Huang Youjun, Wu Haiyang, Yu Ran, Li Chao
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Abstract

With the continuous development of information technology, applying automatic learning and self-learning methods such as machine learning and neural networks to the knowledge acquisition process of the knowledge base, becomes the trend and direction of the current knowledge base development. This paper describes the development of the self-learning knowledge base and technical methods, and practices the whole process of the database construction, neural network construction, neural network training process, experimental application of self-learning knowledge base, achieves the desired goal. It lays the foundation for the construction and practice of the self learning knowledge base in the broader knowledge field.
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基于自学习技术的电网通信运维知识库的应用
随着信息技术的不断发展,将机器学习、神经网络等自动学习和自学习方法应用到知识库的知识获取过程中,成为当前知识库发展的趋势和方向。本文阐述了自主学习知识库的开发和技术方法,并实践了数据库构建、神经网络构建、神经网络训练过程、自主学习知识库实验应用的全过程,达到了预期的目的。为自主学习知识库在更广阔的知识领域的构建与实践奠定了基础。
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